Key points
- Guest identity and credentials must be verified.
- Material factual claims receive fact-check notes or source links.
- Editing, sponsorship and conflict disclosures remain visible.
Interview purpose
The final interview should focus on decisions, evidence, trade-offs and accountability rather than promotional talking points.
Proposed question architecture
What changed? What evidence supports the assessment? What constraints remain? What is the implementation timeline? What should stakeholders monitor?
Production requirements
Connect the approved video or audio file, caption file, transcript, speaker biography, date, location, rights and disclosures.
Relevant source links: BPDB fuel-wise capacity · BPDB daily generation archive · VOLTLENS standards.
Where this article describes a framework or proposed workflow, it is clearly identified as VOLTLENS analysis rather than an official claim.

